{"id":"W3186264194","doi":"10.1111/hepr.13701","title":"Treatment patterns and medical costs after hepatectomy in real‐world practice for patients with hepatocellular carcinoma in Japan","year":2021,"lang":"en","type":"article","venue":"Hepatology Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai Canada; Eisai","keywords":"Medicine; Hepatectomy; Hepatocellular carcinoma; Internal medicine; Stage (stratigraphy); Medical record; Confidence interval; Comorbidity; Surgery; Resection","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874785,0.0002345362,0.0003490911,0.001188832,0.0003457382,0.0007874453,0.0003381567,0.0004880402,0.0007756511],"category_scores_gemma":[0.002969838,0.0002642124,0.0006124413,0.002082664,0.0002972763,0.0007316679,0.0005442104,0.0004606432,0.00009274921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620887,"about_ca_system_score_gemma":0.0006699312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463111,"about_ca_topic_score_gemma":0.03430423,"domain_scores_codex":[0.9991715,0.0002017825,0.0002135545,0.0001304263,0.0001364039,0.0001464185],"domain_scores_gemma":[0.9970363,0.0002233026,0.002173255,0.00006591169,0.0002103604,0.0002907863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003202106,0.00001744665,0.9983712,0.00001765102,0.00006942965,0.0001172009,0.00006530676,0.0001500542,0.00003625833,0.00001968691,0.0001563007,0.0009474359],"study_design_scores_gemma":[0.000004685917,0.00002001499,0.9985464,0.00001343655,0.00002491727,0.0002346634,0.00030068,0.0006661642,0.00001298668,0.00002060259,0.0001500566,0.000005345747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984434,0.0006278649,0.00005440756,0.0002376991,0.000006009931,0.000005373645,0.0003990268,0.000001894887,0.0002243547],"genre_scores_gemma":[0.9989729,0.0003404395,0.00006703453,0.00005507615,0.00001182818,0.000006639445,0.000487492,0.000001177728,0.00005750213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463111,"threshold_uncertainty_score":0.04897547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07552581306476802,"score_gpt":0.3520575269492803,"score_spread":0.2765317138845123,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}